Triple

T38003799

Position	Surface form	Disambiguated ID	Type / Status
Subject	Colorado transportation planning framework	`E948175`	entity
Predicate	usesPlanningRegions	`P138311`	FINISHED
Object	Transportation Planning Regions Transportation Planning Regions are designated geographic areas in Colorado used to coordinate regional transportation planning, investment priorities, and stakeholder collaboration within the state’s overall transportation framework.	`E2251214`	NE FINISHED

How this triple was built (3 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini

Instruction

Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).

Input

Phrase: Transportation Planning Regions | Statement: [Colorado transportation planning framework, usesPlanningRegions, Transportation Planning Regions]

NEDg Description generation gpt-5.1

Instruction

Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"

Input

Entity: Transportation Planning Regions
Triple: [Colorado transportation planning framework, usesPlanningRegions, Transportation Planning Regions]

Generated description

Transportation Planning Regions are designated geographic areas in Colorado used to coordinate regional transportation planning, investment priorities, and stakeholder collaboration within the state’s overall transportation framework.

PD Predicate disambiguation gpt-5-mini-2025-08-07

Target predicate: usesPlanningRegions
Context triple: [Colorado transportation planning framework, usesPlanningRegions, Transportation Planning Regions]

A. partOfPlanningRegion
Indicates that one entity is included within, or belongs to, a larger designated planning region.
B. regionTypePlanned
Indicates that a region is intended or designated to have a specific type or classification in a planned or future state.
C. hasPlannedDistrict
Indicates that an entity is associated with or contains a district that has been formally planned or designated according to an organized development scheme.
D. hasRegionalPlanningOrganization
Indicates that an entity is associated with or served by a specific regional planning organization responsible for coordinated planning activities in that area.
E. usesRegionType chosen
Indicates that one entity operates within, is configured for, or otherwise makes use of a specified type of region.
F. None of above.

Provenance (6 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step	Stage	Batch ID	Status	When
creating	Elicitation	`batch_69f76efb4b10819092c8c2ba28ac06a8`	completed	May 3, 2026, 3:51 p.m.
NER	Named-entity recognition	`batch_69fd44474ed48190ac372e4c88d762ed`	completed	May 8, 2026, 2:02 a.m.
NED1	Entity disambiguation (via context triple)	`batch_6a412cc536f481909dfd7610d64086a3`	completed	June 28, 2026, 2:16 p.m.
NEDg	Description generation	`batch_6a41324e591481908f5aef57c6329553`	completed	June 28, 2026, 2:40 p.m.
NED2	Entity disambiguation (via description)	`batch_6a41346459e48190a9f83a5d2cbb3c98`	completed	June 28, 2026, 2:49 p.m.
PD	Predicate disambiguation	`batch_69fd41ef28a48190a66959be5c964461`	completed	May 8, 2026, 1:52 a.m.

Created at: May 3, 2026, 4:20 p.m.